LongCat 2.0 vs Qwen3 VL 30B A3B (Reasoning)

LongCat 2.0 vs Qwen3 VL 30B A3B (Reasoning). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

LongCatLongCat 2.0Off the frontier
Intelligence
19.10
Total cost
$545
AlibabaQwen3 VL 30B A3B (Reasoning)Not ranked · benchmark data missing
Intelligence
9.50
Total cost
-
Verdict

Comparison incomplete

A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

MetricLongCat 2.0Qwen3 VL 30B A3B (Reasoning)Difference
Intelligence (higher is better)19.19.5−50.3% Qwen3 VL 30B A3B (Rea… is 50.3% less intelligent
Total AA cost (lower is better)$544.74Not reported— not comparable
End-to-end time (lower is better)37.40sNot reported— not comparable
Price per 1M tokens (in / out)$0.75 / $2.95$0.50 / $0.50
Input modalitiesTextText, Image
Open this matchup in the interactive pickerLongCat 2.0: what beats itQwen3 VL 30B A3B (Reasoning): what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/longcat-2-0/qwen3-vl-30b-a3b-reasoning · Markdown: /api/v1/compare/longcat-2-0/qwen3-vl-30b-a3b-reasoning?format=md · llms.txt · agent skill